Mathematical Problems in Engineering / 2015 / Article / Tab 14

Research Article

A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

Table 14

Classification accuracy of 10 runs of 10-fold cross validation for proposed method, bagging, AdaBoost, and random forest on Prostate.

ProposedBaggingAdaBoostRandom Forest

195.191.1891.1889.22
295.192.1692.1690.20
395.193.1492.1690.20
494.1291.1889.2287.25
594.1291.1891.1885.29
693.1492.1692.1690.20
795.191.1891.1889.22
896.0892.1691.1890.20
995.193.1492.1690.20
1095.191.1891.1891.18